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How to (partially) evaluate automated decision systems

Sanchez-Monedero, Javier and Dencik, Lina 2018. How to (partially) evaluate automated decision systems. [Working Paper]. datajusticeproject.net. Available at: https://datajusticeproject.net/wp-content/uploads/...

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Abstract

Depicting the social impact of automated decision systems requires multiple interdisciplinary entry-points. In this paper we focus on the actual data and algorithms that produce specific outputs for the purposes of decision-making. The aim of this report is to outline the range of prominent methods that are used for auditing algorithms in data-driven systems and to also consider some of their limitations.

Item Type: Monograph (Working Paper)
Date Type: Published Online
Status: Published
Schools: Journalism, Media and Culture
Subjects: H Social Sciences > H Social Sciences (General)
T Technology > T Technology (General)
Publisher: datajusticeproject.net
Date of First Compliant Deposit: 25 January 2019
Last Modified: 25 Jan 2019 16:15
URI: http://orca.cf.ac.uk/id/eprint/118783

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